Overview

Brought to you by YData

Dataset statistics

Number of variables	21
Number of observations	336776
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	102.2 MiB
Average record size in memory	318.3 B

Variable types

Categorical	5
Numeric	14
Text	1
DateTime	1

Alerts

`year` has constant value "2013"	Constant
`dest` has a high cardinality: 105 distinct values	High cardinality
`air_time` is highly overall correlated with `distance` and 1 other fields	High correlation
`arr_delay` is highly overall correlated with `dep_delay`	High correlation
`arr_time` is highly overall correlated with `dep_time` and 3 other fields	High correlation
`carrier` is highly overall correlated with `origin`	High correlation
`dep_delay` is highly overall correlated with `arr_delay`	High correlation
`dep_time` is highly overall correlated with `arr_time` and 3 other fields	High correlation
`distance` is highly overall correlated with `air_time` and 1 other fields	High correlation
`hour` is highly overall correlated with `arr_time` and 3 other fields	High correlation
`month` is highly overall correlated with `month_name`	High correlation
`month_name` is highly overall correlated with `month`	High correlation
`origin` is highly overall correlated with `carrier`	High correlation
`sched_arr_time` is highly overall correlated with `arr_time` and 3 other fields	High correlation
`sched_dep_time` is highly overall correlated with `arr_time` and 3 other fields	High correlation
`speed` is highly overall correlated with `air_time` and 1 other fields	High correlation
`dep_delay` has 16514 (4.9%) zeros	Zeros
`arr_delay` has 5409 (1.6%) zeros	Zeros
`minute` has 60696 (18.0%) zeros	Zeros

Reproduction

Analysis started	2025-05-24 03:45:54.573019
Analysis finished	2025-05-24 03:47:00.278368
Duration	1 minute and 5.71 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

year
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	19.6 MiB

2013	336776

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	1347104
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2013
2nd row	2013
3rd row	2013
4th row	2013
5th row	2013

Common Values

Value	Count	Frequency (%)
2013	336776	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2013	336776	100.0%

Most occurring characters

Value	Count	Frequency (%)
2	336776	25.0%
0	336776	25.0%
1	336776	25.0%
3	336776	25.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1347104	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	336776	25.0%
0	336776	25.0%
1	336776	25.0%
3	336776	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1347104	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	336776	25.0%
0	336776	25.0%
1	336776	25.0%
3	336776	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1347104	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	336776	25.0%
0	336776	25.0%
1	336776	25.0%
3	336776	25.0%

month
Real number (ℝ)

High correlation

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.54851

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	7
Q3	10
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.4144572
Coefficient of variation (CV)	0.52140979
Kurtosis	-1.1869501
Mean	6.54851
Median Absolute Deviation (MAD)	3
Skewness	-0.013399885
Sum	2205381
Variance	11.658518
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
7	29425	8.7%
8	29327	8.7%
10	28889	8.6%
3	28834	8.6%
5	28796	8.6%
4	28330	8.4%
6	28243	8.4%
12	28135	8.4%
9	27574	8.2%
11	27268	8.1%
Other values (2)	51955	15.4%

Value	Count	Frequency (%)
1	27004	8.0%
2	24951	7.4%
3	28834	8.6%
4	28330	8.4%
5	28796	8.6%
6	28243	8.4%
7	29425	8.7%
8	29327	8.7%
9	27574	8.2%
10	28889	8.6%

Value	Count	Frequency (%)
12	28135	8.4%
11	27268	8.1%
10	28889	8.6%
9	27574	8.2%
8	29327	8.7%
7	29425	8.7%
6	28243	8.4%
5	28796	8.6%
4	28330	8.4%
3	28834	8.6%

day
Real number (ℝ)

Distinct	31
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.710787

Minimum	1
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	16
Q3	23
95-th percentile	29
Maximum	31
Range	30
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	8.7686071
Coefficient of variation (CV)	0.55812653
Kurtosis	-1.1859454
Mean	15.710787
Median Absolute Deviation (MAD)	8
Skewness	0.0077444993
Sum	5291016
Variance	76.888471
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
18	11399	3.4%
11	11359	3.4%
22	11345	3.4%
15	11317	3.4%
8	11271	3.3%
10	11227	3.3%
17	11222	3.3%
3	11211	3.3%
21	11141	3.3%
20	11111	3.3%
Other values (21)	224173	66.6%

Value	Count	Frequency (%)
1	11036	3.3%
2	10808	3.2%
3	11211	3.3%
4	11059	3.3%
5	10858	3.2%
6	11059	3.3%
7	10985	3.3%
8	11271	3.3%
9	10857	3.2%
10	11227	3.3%

Value	Count	Frequency (%)
31	6190	1.8%
30	10289	3.1%
29	10039	3.0%
28	10773	3.2%
27	11084	3.3%
26	10883	3.2%
25	11097	3.3%
24	11041	3.3%
23	10966	3.3%
22	11345	3.4%

dep_time
Real number (ℝ)

High correlation

Distinct	1319
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1349.1099

Minimum	1
Maximum	2400
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	1
5-th percentile	625
Q1	915
median	1349.1099
Q3	1737
95-th percentile	2110
Maximum	2400
Range	2399
Interquartile range (IQR)	822

Descriptive statistics

Standard deviation	482.2603
Coefficient of variation (CV)	0.35746553
Kurtosis	-1.0402831
Mean	1349.1099
Median Absolute Deviation (MAD)	408.89005
Skewness	-0.025052395
Sum	4.5434785 × 10⁸
Variance	232575
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1349.109947	8255	2.5%
555	834	0.2%
755	820	0.2%
556	818	0.2%
557	799	0.2%
655	798	0.2%
1455	774	0.2%
1454	769	0.2%
654	751	0.2%
855	743	0.2%
Other values (1309)	321415	95.4%

Value	Count	Frequency (%)
1	25	< 0.1%
2	35	< 0.1%
3	26	< 0.1%
4	26	< 0.1%
5	21	< 0.1%
6	22	< 0.1%
7	22	< 0.1%
8	23	< 0.1%
9	28	< 0.1%
10	22	< 0.1%

Value	Count	Frequency (%)
2400	29	< 0.1%
2359	55	< 0.1%
2358	76	< 0.1%
2357	74	< 0.1%
2356	74	< 0.1%
2355	82	< 0.1%
2354	69	< 0.1%
2353	68	< 0.1%
2352	68	< 0.1%
2351	57	< 0.1%

sched_dep_time
Real number (ℝ)

High correlation

Distinct	1021
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1344.2548

Minimum	106
Maximum	2359
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	106
5-th percentile	630
Q1	906
median	1359
Q3	1729
95-th percentile	2050
Maximum	2359
Range	2253
Interquartile range (IQR)	823

Descriptive statistics

Standard deviation	467.33576
Coefficient of variation (CV)	0.34765414
Kurtosis	-1.1979031
Mean	1344.2548
Median Absolute Deviation (MAD)	414
Skewness	-0.0058580829
Sum	4.5271277 × 10⁸
Variance	218402.71
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
600	7016	2.1%
700	4900	1.5%
630	4770	1.4%
900	4766	1.4%
1200	4624	1.4%
1700	4526	1.3%
1600	4098	1.2%
800	3926	1.2%
1300	3689	1.1%
1900	3653	1.1%
Other values (1011)	290808	86.4%

Value	Count	Frequency (%)
106	1	< 0.1%
500	341	0.1%
501	1	< 0.1%
505	2	< 0.1%
510	5	< 0.1%
515	208	0.1%
516	4	< 0.1%
517	28	< 0.1%
520	7	< 0.1%
525	37	< 0.1%

Value	Count	Frequency (%)
2359	828	0.2%
2358	44	< 0.1%
2355	73	< 0.1%
2352	16	< 0.1%
2345	1	< 0.1%
2339	1	< 0.1%
2330	14	< 0.1%
2315	1	< 0.1%
2305	61	< 0.1%
2300	22	< 0.1%

dep_delay
Real number (ℝ)

High correlation Zeros

Distinct	528
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.63907

Minimum	-43
Maximum	1301
Zeros	16514
Zeros (%)	4.9%
Negative	183575
Negative (%)	54.5%
Memory size	2.6 MiB

Quantile statistics

Minimum	-43
5-th percentile	-9
Q1	-5
median	-1
Q3	12.63907
95-th percentile	87
Maximum	1301
Range	1344
Interquartile range (IQR)	17.63907

Descriptive statistics

Standard deviation	39.714191
Coefficient of variation (CV)	3.1421766
Kurtosis	45.129851
Mean	12.63907
Median Absolute Deviation (MAD)	5
Skewness	4.8625042
Sum	4256535.5
Variance	1577.2169
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-5	24821	7.4%
-4	24619	7.3%
-3	24218	7.2%
-2	21516	6.4%
-6	20701	6.1%
-1	18813	5.6%
-7	16752	5.0%
0	16514	4.9%
-8	11791	3.5%
12.63907026	8255	2.5%
Other values (518)	148776	44.2%

Value	Count	Frequency (%)
-43	1	< 0.1%
-33	1	< 0.1%
-32	1	< 0.1%
-30	1	< 0.1%
-27	1	< 0.1%
-26	1	< 0.1%
-25	2	< 0.1%
-24	4	< 0.1%
-23	6	< 0.1%
-22	11	< 0.1%

Value	Count	Frequency (%)
1301	1	< 0.1%
1137	1	< 0.1%
1126	1	< 0.1%
1014	1	< 0.1%
1005	1	< 0.1%
960	1	< 0.1%
911	1	< 0.1%
899	1	< 0.1%
898	1	< 0.1%
896	1	< 0.1%

arr_time
Real number (ℝ)

High correlation

Distinct	1412
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1502.055

Minimum	1
Maximum	2400
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	1
5-th percentile	739
Q1	1110
median	1518
Q3	1934
95-th percentile	2247
Maximum	2400
Range	2399
Interquartile range (IQR)	824

Descriptive statistics

Standard deviation	526.32066
Coefficient of variation (CV)	0.35040039
Kurtosis	-0.11807347
Mean	1502.055
Median Absolute Deviation (MAD)	412
Skewness	-0.47399068
Sum	5.0585607 × 10⁸
Variance	277013.43
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1502.054999	8713	2.6%
1008	485	0.1%
1013	484	0.1%
1015	479	0.1%
1012	464	0.1%
1005	460	0.1%
1016	459	0.1%
1006	459	0.1%
1011	457	0.1%
1007	456	0.1%
Other values (1402)	323860	96.2%

Value	Count	Frequency (%)
1	201	0.1%
2	164	< 0.1%
3	174	0.1%
4	173	0.1%
5	206	0.1%
6	148	< 0.1%
7	170	0.1%
8	147	< 0.1%
9	140	< 0.1%
10	178	0.1%

Value	Count	Frequency (%)
2400	150	< 0.1%
2359	222	0.1%
2358	189	0.1%
2357	207	0.1%
2356	202	0.1%
2355	206	0.1%
2354	195	0.1%
2353	182	0.1%
2352	193	0.1%
2351	216	0.1%

sched_arr_time
Real number (ℝ)

High correlation

Distinct	1163
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1536.3802

Minimum	1
Maximum	2359
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	1
5-th percentile	815
Q1	1124
median	1556
Q3	1945
95-th percentile	2246
Maximum	2359
Range	2358
Interquartile range (IQR)	821

Descriptive statistics

Standard deviation	497.45714
Coefficient of variation (CV)	0.32378518
Kurtosis	-0.38224779
Mean	1536.3802
Median Absolute Deviation (MAD)	417
Skewness	-0.35313807
Sum	5.1741598 × 10⁸
Variance	247463.61
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1025	1324	0.4%
2015	1234	0.4%
1110	1198	0.4%
1115	1193	0.4%
1235	1133	0.3%
2359	1121	0.3%
1815	1111	0.3%
1015	1080	0.3%
1645	1079	0.3%
1220	1073	0.3%
Other values (1153)	325230	96.6%

Value	Count	Frequency (%)
1	243	0.1%
2	95	< 0.1%
3	159	< 0.1%
4	107	< 0.1%
5	82	< 0.1%
6	19	< 0.1%
7	85	< 0.1%
8	154	< 0.1%
9	55	< 0.1%
10	72	< 0.1%

Value	Count	Frequency (%)
2359	1121	0.3%
2358	483	0.1%
2357	349	0.1%
2356	468	0.1%
2355	335	0.1%
2354	384	0.1%
2353	263	0.1%
2352	47	< 0.1%
2351	140	< 0.1%
2350	105	< 0.1%

arr_delay
Real number (ℝ)

High correlation Zeros

Distinct	578
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.8953768

Minimum	-86
Maximum	1272
Zeros	5409
Zeros (%)	1.6%
Negative	188933
Negative (%)	56.1%
Memory size	2.6 MiB

Quantile statistics

Minimum	-86
5-th percentile	-32
Q1	-16
median	-4
Q3	13
95-th percentile	89
Maximum	1272
Range	1358
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	44.003969
Coefficient of variation (CV)	6.3816628
Kurtosis	30.161583
Mean	6.8953768
Median Absolute Deviation (MAD)	14
Skewness	3.7699729
Sum	2322197.4
Variance	1936.3493
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.895376757	9430	2.8%
-13	7177	2.1%
-10	7088	2.1%
-12	7046	2.1%
-14	6975	2.1%
-11	6863	2.0%
-9	6815	2.0%
-15	6796	2.0%
-7	6677	2.0%
-17	6668	2.0%
Other values (568)	265241	78.8%

Value	Count	Frequency (%)
-86	1	< 0.1%
-79	1	< 0.1%
-75	2	< 0.1%
-74	1	< 0.1%
-73	1	< 0.1%
-71	3	< 0.1%
-70	8	< 0.1%
-69	7	< 0.1%
-68	12	< 0.1%
-67	7	< 0.1%

Value	Count	Frequency (%)
1272	1	< 0.1%
1127	1	< 0.1%
1109	1	< 0.1%
1007	1	< 0.1%
989	1	< 0.1%
931	1	< 0.1%
915	1	< 0.1%
895	1	< 0.1%
878	1	< 0.1%
875	1	< 0.1%

carrier
Categorical

High correlation

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	330.5 KiB

UA	58665
B6	54635
EV	54173
DL	48110
AA	32729
Other values (11)	88464

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	673552
Distinct characters	19
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	UA
2nd row	UA
3rd row	AA
4th row	B6
5th row	DL

Common Values

Value	Count	Frequency (%)
UA	58665	17.4%
B6	54635	16.2%
EV	54173	16.1%
DL	48110	14.3%
AA	32729	9.7%
MQ	26397	7.8%
US	20536	6.1%
9E	18460	5.5%
WN	12275	3.6%
VX	5162	1.5%
Other values (6)	5634	1.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ua	58665	17.4%
b6	54635	16.2%
ev	54173	16.1%
dl	48110	14.3%
aa	32729	9.7%
mq	26397	7.8%
us	20536	6.1%
9e	18460	5.5%
wn	12275	3.6%
vx	5162	1.5%
Other values (6)	5634	1.7%

Most occurring characters

Value	Count	Frequency (%)
A	125179	18.6%
U	79201	11.8%
E	72633	10.8%
V	59936	8.9%
B	54635	8.1%
6	54635	8.1%
L	51370	7.6%
D	48110	7.1%
Q	26397	3.9%
M	26397	3.9%
Other values (9)	75059	11.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	599772	89.0%
Decimal Number	73780	11.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	125179	20.9%
U	79201	13.2%
E	72633	12.1%
V	59936	10.0%
B	54635	9.1%
L	51370	8.6%
D	48110	8.0%
Q	26397	4.4%
M	26397	4.4%
S	21250	3.5%
Other values (7)	34664	5.8%

Decimal Number

Value	Count	Frequency (%)
6	54635	74.1%
9	19145	25.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	599772	89.0%
Common	73780	11.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	125179	20.9%
U	79201	13.2%
E	72633	12.1%
V	59936	10.0%
B	54635	9.1%
L	51370	8.6%
D	48110	8.0%
Q	26397	4.4%
M	26397	4.4%
S	21250	3.5%
Other values (7)	34664	5.8%

Common

Value	Count	Frequency (%)
6	54635	74.1%
9	19145	25.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	673552	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	125179	18.6%
U	79201	11.8%
E	72633	10.8%
V	59936	8.9%
B	54635	8.1%
6	54635	8.1%
L	51370	7.6%
D	48110	7.1%
Q	26397	3.9%
M	26397	3.9%
Other values (9)	75059	11.1%

flight
Real number (ℝ)

Distinct	3844
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1971.9236

Minimum	1
Maximum	8500
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	1
5-th percentile	91
Q1	553
median	1496
Q3	3465
95-th percentile	4695
Maximum	8500
Range	8499
Interquartile range (IQR)	2912

Descriptive statistics

Standard deviation	1632.4719
Coefficient of variation (CV)	0.82785759
Kurtosis	-0.84856068
Mean	1971.9236
Median Absolute Deviation (MAD)	1085
Skewness	0.66160363
Sum	6.6409655 × 10⁸
Variance	2664964.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15	968	0.3%
27	898	0.3%
181	882	0.3%
301	871	0.3%
161	786	0.2%
695	782	0.2%
1109	716	0.2%
745	711	0.2%
359	709	0.2%
1	701	0.2%
Other values (3834)	328752	97.6%

Value	Count	Frequency (%)
1	701	0.2%
2	51	< 0.1%
3	631	0.2%
4	393	0.1%
5	324	0.1%
6	210	0.1%
7	237	0.1%
8	236	0.1%
9	153	< 0.1%
10	61	< 0.1%

Value	Count	Frequency (%)
8500	1	< 0.1%
6181	80	< 0.1%
6180	6	< 0.1%
6177	164	< 0.1%
6171	1	< 0.1%
6168	2	< 0.1%
6167	3	< 0.1%
6165	1	< 0.1%
6140	1	< 0.1%
6138	2	< 0.1%

tailnum
Text

Distinct	4043
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	20.2 MiB

Length

Max length	6
Median length	6
Mean length	5.995258
Min length	5

Characters and Unicode

Total characters	2019059
Distinct characters	34
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	171 ?
Unique (%)	0.1%

Sample

1st row	N14228
2nd row	N24211
3rd row	N619AA
4th row	N804JB
5th row	N668DN

Value	Count	Frequency (%)
n725mq	3087	0.9%
n722mq	513	0.2%
n723mq	507	0.2%
n711mq	486	0.1%
n713mq	483	0.1%
n258jb	427	0.1%
n298jb	407	0.1%
n353jb	404	0.1%
n351jb	402	0.1%
n735mq	396	0.1%
Other values (4033)	329664	97.9%

Most occurring characters

Value	Count	Frequency (%)
N	363324	18.0%
3	149395	7.4%
1	145378	7.2%
5	138064	6.8%
A	118723	5.9%
7	117211	5.8%
2	112564	5.6%
9	106405	5.3%
4	102253	5.1%
6	101332	5.0%
Other values (24)	564410	28.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1125587	55.7%
Uppercase Letter	893472	44.3%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	363324	40.7%
A	118723	13.3%
B	69014	7.7%
J	66843	7.5%
U	46341	5.2%
W	35652	4.0%
Q	32249	3.6%
M	30261	3.4%
D	24010	2.7%
E	14851	1.7%
Other values (14)	92204	10.3%

Decimal Number

Value	Count	Frequency (%)
3	149395	13.3%
1	145378	12.9%
5	138064	12.3%
7	117211	10.4%
2	112564	10.0%
9	106405	9.5%
4	102253	9.1%
6	101332	9.0%
8	84315	7.5%
0	68670	6.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	1125587	55.7%
Latin	893472	44.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	363324	40.7%
A	118723	13.3%
B	69014	7.7%
J	66843	7.5%
U	46341	5.2%
W	35652	4.0%
Q	32249	3.6%
M	30261	3.4%
D	24010	2.7%
E	14851	1.7%
Other values (14)	92204	10.3%

Common

Value	Count	Frequency (%)
3	149395	13.3%
1	145378	12.9%
5	138064	12.3%
7	117211	10.4%
2	112564	10.0%
9	106405	9.5%
4	102253	9.1%
6	101332	9.0%
8	84315	7.5%
0	68670	6.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2019059	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	363324	18.0%
3	149395	7.4%
1	145378	7.2%
5	138064	6.8%
A	118723	5.9%
7	117211	5.8%
2	112564	5.6%
9	106405	5.3%
4	102253	5.1%
6	101332	5.0%
Other values (24)	564410	28.0%

origin
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	329.3 KiB

EWR	120835
JFK	111279
LGA	104662

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1010328
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	EWR
2nd row	LGA
3rd row	JFK
4th row	JFK
5th row	LGA

Common Values

Value	Count	Frequency (%)
EWR	120835	35.9%
JFK	111279	33.0%
LGA	104662	31.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ewr	120835	35.9%
jfk	111279	33.0%
lga	104662	31.1%

Most occurring characters

Value	Count	Frequency (%)
E	120835	12.0%
W	120835	12.0%
R	120835	12.0%
J	111279	11.0%
F	111279	11.0%
K	111279	11.0%
L	104662	10.4%
G	104662	10.4%
A	104662	10.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1010328	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	120835	12.0%
W	120835	12.0%
R	120835	12.0%
J	111279	11.0%
F	111279	11.0%
K	111279	11.0%
L	104662	10.4%
G	104662	10.4%
A	104662	10.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1010328	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	120835	12.0%
W	120835	12.0%
R	120835	12.0%
J	111279	11.0%
F	111279	11.0%
K	111279	11.0%
L	104662	10.4%
G	104662	10.4%
A	104662	10.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1010328	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
E	120835	12.0%
W	120835	12.0%
R	120835	12.0%
J	111279	11.0%
F	111279	11.0%
K	111279	11.0%
L	104662	10.4%
G	104662	10.4%
A	104662	10.4%

dest
Categorical

High cardinality

Distinct	105
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	339.2 KiB

ORD	17283
ATL	17215
LAX	16174
BOS	15508
MCO	14082
Other values (100)	256514

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1010328
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	IAH
2nd row	IAH
3rd row	MIA
4th row	BQN
5th row	ATL

Common Values

Value	Count	Frequency (%)
ORD	17283	5.1%
ATL	17215	5.1%
LAX	16174	4.8%
BOS	15508	4.6%
MCO	14082	4.2%
CLT	14064	4.2%
SFO	13331	4.0%
FLL	12055	3.6%
MIA	11728	3.5%
DCA	9705	2.9%
Other values (95)	195631	58.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ord	17283	5.1%
atl	17215	5.1%
lax	16174	4.8%
bos	15508	4.6%
mco	14082	4.2%
clt	14064	4.2%
sfo	13331	4.0%
fll	12055	3.6%
mia	11728	3.5%
dca	9705	2.9%
Other values (95)	195631	58.1%

Most occurring characters

Value	Count	Frequency (%)
A	107619	10.7%
L	93530	9.3%
S	86165	8.5%
D	77868	7.7%
O	69436	6.9%
C	64362	6.4%
T	61733	6.1%
M	59156	5.9%
I	42485	4.2%
F	41782	4.1%
Other values (16)	306192	30.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1010328	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	107619	10.7%
L	93530	9.3%
S	86165	8.5%
D	77868	7.7%
O	69436	6.9%
C	64362	6.4%
T	61733	6.1%
M	59156	5.9%
I	42485	4.2%
F	41782	4.1%
Other values (16)	306192	30.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1010328	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	107619	10.7%
L	93530	9.3%
S	86165	8.5%
D	77868	7.7%
O	69436	6.9%
C	64362	6.4%
T	61733	6.1%
M	59156	5.9%
I	42485	4.2%
F	41782	4.1%
Other values (16)	306192	30.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1010328	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	107619	10.7%
L	93530	9.3%
S	86165	8.5%
D	77868	7.7%
O	69436	6.9%
C	64362	6.4%
T	61733	6.1%
M	59156	5.9%
I	42485	4.2%
F	41782	4.1%
Other values (16)	306192	30.3%

air_time
Real number (ℝ)

High correlation

Distinct	510
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	150.68646

Minimum	20
Maximum	695
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	20
5-th percentile	40
Q1	84
median	132
Q3	188
95-th percentile	339
Maximum	695
Range	675
Interquartile range (IQR)	104

Descriptive statistics

Standard deviation	92.367314
Coefficient of variation (CV)	0.61297686
Kurtosis	0.97436221
Mean	150.68646
Median Absolute Deviation (MAD)	51
Skewness	1.0860177
Sum	50747583
Variance	8531.7207
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
150.6864602	9430	2.8%
42	2552	0.8%
43	2543	0.8%
41	2513	0.7%
45	2495	0.7%
40	2466	0.7%
44	2444	0.7%
39	2411	0.7%
47	2409	0.7%
46	2406	0.7%
Other values (500)	305107	90.6%

Value	Count	Frequency (%)
20	2	< 0.1%
21	14	< 0.1%
22	34	< 0.1%
23	82	< 0.1%
24	103	< 0.1%
25	124	< 0.1%
26	169	0.1%
27	147	< 0.1%
28	180	0.1%
29	209	0.1%

Value	Count	Frequency (%)
695	1	< 0.1%
691	1	< 0.1%
686	2	< 0.1%
683	1	< 0.1%
679	1	< 0.1%
676	2	< 0.1%
675	1	< 0.1%
671	2	< 0.1%
669	1	< 0.1%
667	2	< 0.1%

distance
Real number (ℝ)

High correlation

Distinct	214
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1039.9126

Minimum	17
Maximum	4983
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	17
5-th percentile	199
Q1	502
median	872
Q3	1389
95-th percentile	2475
Maximum	4983
Range	4966
Interquartile range (IQR)	887

Descriptive statistics

Standard deviation	733.23303
Coefficient of variation (CV)	0.70509102
Kurtosis	1.1936399
Mean	1039.9126
Median Absolute Deviation (MAD)	384
Skewness	1.1286902
Sum	3.5021761 × 10⁸
Variance	537630.68
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2475	11262	3.3%
762	10263	3.0%
733	8857	2.6%
2586	8204	2.4%
544	6168	1.8%
719	6100	1.8%
187	5898	1.8%
1096	5781	1.7%
2454	5695	1.7%
184	5504	1.6%
Other values (204)	263044	78.1%

Value	Count	Frequency (%)
17	1	< 0.1%
80	49	< 0.1%
94	976	0.3%
96	607	0.2%
116	443	0.1%
143	439	0.1%
160	376	0.1%
169	545	0.2%
173	221	0.1%
184	5504	1.6%

Value	Count	Frequency (%)
4983	342	0.1%
4963	365	0.1%
3370	8	< 0.1%
2586	8204	2.4%
2576	312	0.1%
2569	329	0.1%
2565	5127	1.5%
2521	284	0.1%
2475	11262	3.3%
2465	1039	0.3%

hour
Real number (ℝ)

High correlation

Distinct	20
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.180247

Minimum	1
Maximum	23
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	9
median	13
Q3	17
95-th percentile	20
Maximum	23
Range	22
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	4.6613157
Coefficient of variation (CV)	0.3536592
Kurtosis	-1.2064161
Mean	13.180247
Median Absolute Deviation (MAD)	4
Skewness	-0.00054265178
Sum	4438791
Variance	21.727864
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
8	27242	8.1%
6	25951	7.7%
17	24426	7.3%
15	23888	7.1%
16	23002	6.8%
7	22821	6.8%
18	21783	6.5%
14	21706	6.4%
19	21441	6.4%
9	20312	6.0%
Other values (10)	104204	30.9%

Value	Count	Frequency (%)
1	1	< 0.1%
5	1953	0.6%
6	25951	7.7%
7	22821	6.8%
8	27242	8.1%
9	20312	6.0%
10	16708	5.0%
11	16033	4.8%
12	18181	5.4%
13	19956	5.9%

Value	Count	Frequency (%)
23	1061	0.3%
22	2639	0.8%
21	10933	3.2%
20	16739	5.0%
19	21441	6.4%
18	21783	6.5%
17	24426	7.3%
16	23002	6.8%
15	23888	7.1%
14	21706	6.4%

minute
Real number (ℝ)

Zeros

Distinct	60
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.2301

Minimum	0
Maximum	59
Zeros	60696
Zeros (%)	18.0%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8
median	29
Q3	44
95-th percentile	58
Maximum	59
Range	59
Interquartile range (IQR)	36

Descriptive statistics

Standard deviation	19.300846
Coefficient of variation (CV)	0.73582815
Kurtosis	-1.235018
Mean	26.2301
Median Absolute Deviation (MAD)	16
Skewness	0.092930947
Sum	8833668
Variance	372.52264
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	60696	18.0%
30	33899	10.1%
45	20398	6.1%
15	18868	5.6%
55	18834	5.6%
59	16288	4.8%
10	14503	4.3%
25	14450	4.3%
5	14118	4.2%
29	13823	4.1%
Other values (50)	110899	32.9%

Value	Count	Frequency (%)
0	60696	18.0%
1	2116	0.6%
2	848	0.3%
3	1439	0.4%
4	1357	0.4%
5	14118	4.2%
6	1381	0.4%
7	1092	0.3%
8	1695	0.5%
9	1445	0.4%

Value	Count	Frequency (%)
59	16288	4.8%
58	1065	0.3%
57	1388	0.4%
56	1713	0.5%
55	18834	5.6%
54	1405	0.4%
53	1382	0.4%
52	1281	0.4%
51	1184	0.4%
50	12508	3.7%

time_hour
Date

Distinct	6936
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

Minimum	2013-01-01 05:00:00
Maximum	2013-12-31 23:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

speed
Real number (ℝ)

High correlation

Distinct	10446
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	391.55421

Minimum	6.7690222
Maximum	1976.1563
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	6.7690222
5-th percentile	272.72727
Q1	354.44444
median	403.17757
Q3	438.42857
95-th percentile	478.05195
Maximum	1976.1563
Range	1969.3873
Interquartile range (IQR)	83.984127

Descriptive statistics

Standard deviation	72.231438
Coefficient of variation (CV)	0.18447366
Kurtosis	12.264648
Mean	391.55421
Median Absolute Deviation (MAD)	40.206116
Skewness	0.018411446
Sum	1.3186606 × 10⁸
Variance	5217.3806
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
330	827	0.2%
450	784	0.2%
300	646	0.2%
340	630	0.2%
290.5263158	553	0.2%
420	551	0.2%
280.5	542	0.2%
360	539	0.2%
298.3783784	524	0.2%
408	521	0.2%
Other values (10436)	330659	98.2%

Value	Count	Frequency (%)
6.769022238	1	< 0.1%
31.8542223	1	< 0.1%
37.4287112	81	< 0.1%
38.22506675	9	< 0.1%
46.18862233	31	< 0.1%
56.93942235	21	< 0.1%
63.70844459	18	< 0.1%
67.2920446	21	< 0.1%
68.88475571	11	< 0.1%
73.26471128	354	0.1%

Value	Count	Frequency (%)
1976.156316	6	< 0.1%
1029.687736	95	< 0.1%
1025.705958	3	< 0.1%
1022.918713	1	< 0.1%
1021.326002	63	< 0.1%
1003.80618	2	< 0.1%
985.4900023	103	< 0.1%
981.5082245	8	< 0.1%
977.1282689	49	< 0.1%
973.9428467	19	< 0.1%

month_name
Categorical

High correlation

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	19.3 MiB

Jul	29425
Aug	29327
Oct	28889
Mar	28834
May	28796
Other values (7)	191505

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1010328
Distinct characters	22
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Jan
2nd row	Jan
3rd row	Jan
4th row	Jan
5th row	Jan

Common Values

Value	Count	Frequency (%)
Jul	29425	8.7%
Aug	29327	8.7%
Oct	28889	8.6%
Mar	28834	8.6%
May	28796	8.6%
Apr	28330	8.4%
Jun	28243	8.4%
Dec	28135	8.4%
Sep	27574	8.2%
Nov	27268	8.1%
Other values (2)	51955	15.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
jul	29425	8.7%
aug	29327	8.7%
oct	28889	8.6%
mar	28834	8.6%
may	28796	8.6%
apr	28330	8.4%
jun	28243	8.4%
dec	28135	8.4%
sep	27574	8.2%
nov	27268	8.1%
Other values (2)	51955	15.4%

Most occurring characters

Value	Count	Frequency (%)
u	86995	8.6%
J	84672	8.4%
a	84634	8.4%
e	80660	8.0%
A	57657	5.7%
M	57630	5.7%
r	57164	5.7%
c	57024	5.6%
p	55904	5.5%
n	55247	5.5%
Other values (12)	332741	32.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	673552	66.7%
Uppercase Letter	336776	33.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
u	86995	12.9%
a	84634	12.6%
e	80660	12.0%
r	57164	8.5%
c	57024	8.5%
p	55904	8.3%
n	55247	8.2%
l	29425	4.4%
g	29327	4.4%
t	28889	4.3%
Other values (4)	108283	16.1%

Uppercase Letter

Value	Count	Frequency (%)
J	84672	25.1%
A	57657	17.1%
M	57630	17.1%
O	28889	8.6%
D	28135	8.4%
S	27574	8.2%
N	27268	8.1%
F	24951	7.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1010328	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
u	86995	8.6%
J	84672	8.4%
a	84634	8.4%
e	80660	8.0%
A	57657	5.7%
M	57630	5.7%
r	57164	5.7%
c	57024	5.6%
p	55904	5.5%
n	55247	5.5%
Other values (12)	332741	32.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1010328	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
u	86995	8.6%
J	84672	8.4%
a	84634	8.4%
e	80660	8.0%
A	57657	5.7%
M	57630	5.7%
r	57164	5.7%
c	57024	5.6%
p	55904	5.5%
n	55247	5.5%
Other values (12)	332741	32.9%

Interactions

Correlations

	air_time	arr_delay	arr_time	carrier	day	dep_delay	dep_time	distance	flight	hour	minute	month	month_name	origin	sched_arr_time	sched_dep_time	speed
air_time	1.000	-0.013	0.055	0.355	0.001	0.085	-0.029	0.962	-0.462	-0.027	0.033	0.002	0.047	0.243	0.079	-0.025	0.651
arr_delay	-0.013	1.000	0.120	0.038	-0.002	0.639	0.206	-0.078	0.075	0.160	0.022	-0.018	0.040	0.022	0.127	0.161	-0.247
arr_time	0.055	0.120	1.000	0.107	-0.004	0.190	0.807	0.052	0.009	0.774	0.057	-0.003	0.027	0.117	0.860	0.776	0.018
carrier	0.355	0.038	0.107	1.000	0.000	0.032	0.107	0.381	0.457	0.110	0.106	0.014	0.012	0.591	0.135	0.112	0.185
day	0.001	-0.002	-0.004	0.000	1.000	0.003	-0.000	0.004	-0.000	-0.000	0.001	0.003	0.037	0.000	-0.002	-0.000	0.010
dep_delay	0.085	0.639	0.190	0.032	0.003	1.000	0.289	0.060	-0.010	0.234	0.060	-0.020	0.029	0.019	0.220	0.237	0.034
dep_time	-0.029	0.206	0.807	0.107	-0.000	0.289	1.000	-0.028	0.033	0.957	0.090	-0.004	0.021	0.111	0.868	0.959	-0.020
distance	0.962	-0.078	0.052	0.381	0.004	0.060	-0.028	1.000	-0.483	-0.035	0.035	0.020	0.021	0.274	0.072	-0.033	0.792
flight	-0.462	0.075	0.009	0.457	-0.000	-0.010	0.033	-0.483	1.000	0.032	0.004	0.004	0.067	0.320	0.002	0.032	-0.396
hour	-0.027	0.160	0.774	0.110	-0.000	0.234	0.957	-0.035	0.032	1.000	0.034	-0.005	0.010	0.093	0.880	0.998	-0.028
minute	0.033	0.022	0.057	0.106	0.001	0.060	0.090	0.035	0.004	0.034	1.000	0.014	0.027	0.125	0.063	0.095	0.037
month	0.002	-0.018	-0.003	0.014	0.003	-0.020	-0.004	0.020	0.004	-0.005	0.014	1.000	1.000	0.020	-0.005	-0.005	0.067
month_name	0.047	0.040	0.027	0.012	0.037	0.029	0.021	0.021	0.067	0.010	0.027	1.000	1.000	0.020	0.016	0.010	0.097
origin	0.243	0.022	0.117	0.591	0.000	0.019	0.111	0.274	0.320	0.093	0.125	0.020	0.020	1.000	0.137	0.115	0.083
sched_arr_time	0.079	0.127	0.860	0.135	-0.002	0.220	0.868	0.072	0.002	0.880	0.063	-0.005	0.016	0.137	1.000	0.882	0.042
sched_dep_time	-0.025	0.161	0.776	0.112	-0.000	0.237	0.959	-0.033	0.032	0.998	0.095	-0.005	0.010	0.115	0.882	1.000	-0.025
speed	0.651	-0.247	0.018	0.185	0.010	0.034	-0.020	0.792	-0.396	-0.028	0.037	0.067	0.097	0.083	0.042	-0.025	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	year	month	day	dep_time	sched_dep_time	dep_delay	arr_time	sched_arr_time	arr_delay	carrier	flight	tailnum	origin	dest	air_time	distance	hour	minute	time_hour	speed	month_name
0	2013	1	1	517.0	515	2.0	830.0	819	11.0	UA	1545	N14228	EWR	IAH	227.0	1400	5	15	1/1/2013 5:00	370.044053	Jan
1	2013	1	1	533.0	529	4.0	850.0	830	20.0	UA	1714	N24211	LGA	IAH	227.0	1416	5	29	1/1/2013 5:00	374.273128	Jan
2	2013	1	1	542.0	540	2.0	923.0	850	33.0	AA	1141	N619AA	JFK	MIA	160.0	1089	5	40	1/1/2013 5:00	408.375000	Jan
3	2013	1	1	544.0	545	-1.0	1004.0	1022	-18.0	B6	725	N804JB	JFK	BQN	183.0	1576	5	45	1/1/2013 5:00	516.721311	Jan
4	2013	1	1	554.0	600	-6.0	812.0	837	-25.0	DL	461	N668DN	LGA	ATL	116.0	762	6	0	1/1/2013 6:00	394.137931	Jan
5	2013	1	1	554.0	558	-4.0	740.0	728	12.0	UA	1696	N39463	EWR	ORD	150.0	719	5	58	1/1/2013 5:00	287.600000	Jan
6	2013	1	1	555.0	600	-5.0	913.0	854	19.0	B6	507	N516JB	EWR	FLL	158.0	1065	6	0	1/1/2013 6:00	404.430380	Jan
7	2013	1	1	557.0	600	-3.0	709.0	723	-14.0	EV	5708	N829AS	LGA	IAD	53.0	229	6	0	1/1/2013 6:00	259.245283	Jan
8	2013	1	1	557.0	600	-3.0	838.0	846	-8.0	B6	79	N593JB	JFK	MCO	140.0	944	6	0	1/1/2013 6:00	404.571429	Jan
9	2013	1	1	558.0	600	-2.0	753.0	745	8.0	AA	301	N3ALAA	LGA	ORD	138.0	733	6	0	1/1/2013 6:00	318.695652	Jan

	year	month	day	dep_time	sched_dep_time	dep_delay	arr_time	sched_arr_time	arr_delay	carrier	flight	tailnum	origin	dest	air_time	distance	hour	minute	time_hour	speed	month_name
336766	2013	9	30	2240.000000	2250	-10.00000	2347.000000	7	-20.000000	B6	2002	N281JB	JFK	BUF	52.00000	301	22	50	30-09-2013 22:00	347.307692	Sep
336767	2013	9	30	2241.000000	2246	-5.00000	2345.000000	1	-16.000000	B6	486	N346JB	JFK	ROC	47.00000	264	22	46	30-09-2013 22:00	337.021277	Sep
336768	2013	9	30	2307.000000	2255	12.00000	2359.000000	2358	1.000000	B6	718	N565JB	JFK	BOS	33.00000	187	22	55	30-09-2013 22:00	340.000000	Sep
336769	2013	9	30	2349.000000	2359	-10.00000	325.000000	350	-25.000000	B6	745	N516JB	JFK	PSE	196.00000	1617	23	59	30-09-2013 23:00	495.000000	Sep
336770	2013	9	30	1349.109947	1842	12.63907	1502.054999	2019	6.895377	EV	5274	N740EV	LGA	BNA	150.68646	764	18	42	30-09-2013 18:00	304.207823	Sep
336771	2013	9	30	1349.109947	1455	12.63907	1502.054999	1634	6.895377	9E	3393	N725MQ	JFK	DCA	150.68646	213	14	55	30-09-2013 14:00	84.811867	Sep
336772	2013	9	30	1349.109947	2200	12.63907	1502.054999	2312	6.895377	9E	3525	N725MQ	LGA	SYR	150.68646	198	22	0	30-09-2013 22:00	78.839200	Sep
336773	2013	9	30	1349.109947	1210	12.63907	1502.054999	1330	6.895377	MQ	3461	N535MQ	LGA	BNA	150.68646	764	12	10	30-09-2013 12:00	304.207823	Sep
336774	2013	9	30	1349.109947	1159	12.63907	1502.054999	1344	6.895377	MQ	3572	N511MQ	LGA	CLE	150.68646	419	11	59	30-09-2013 11:00	166.836489	Sep
336775	2013	9	30	1349.109947	840	12.63907	1502.054999	1020	6.895377	MQ	3531	N839MQ	LGA	RDU	150.68646	431	8	40	30-09-2013 08:00	171.614623	Sep

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Interactions